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Modeling and Identification for Pneumatic Control Valves with Stiction

机译:带静力的气动控制阀的建模与辨识

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Stiction is a common problem in pneumatic control valves. In this work, a new semiphysical model is proposed for sticky pneumatic control valves, based on the basic components of pneumatic control valves, including valve positioner, valve actuator and valve body. The procedure of identifying parameters of the semi-physical model is presented. The semi-physical model contains some major differences with several existing data-driven models in the literature for describing the valve stiction behaviors. Experimental studies are provided to demonstrate the effectiveness of the new semi-physical model and the discrepancies of data-driven models with experimental observations.
机译:静摩擦是气动控制阀中的常见问题。在这项工作中,基于气动控制阀的基本组件,包括阀定位器,阀执行器和阀体,提出了一种用于粘性气动控制阀的新半物理模型。介绍了识别半物理模型参数的过程。半物理模型与文献中用于描述气门静摩擦行为的几种现有数据驱动模型存在一些主要差异。提供了实验研究,以证明新的半物理模型的有效性以及数据驱动模型与实验观察值之间的差异。

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